ICT role in 21st century education and its challenges
Machine Reading: What it means for publishers?
1. MACHINE READING
WHAT DOES IT MEAN FOR PUBLISHERS?
Paul Groth (@pgroth)
Disruptive Technology Director
labs.elsevier.com
#SSP2015 Big Literature, Big Usage
20. Figure 1. Schematic representation of the PaleoDeepDive workflow.
Peters SE, Zhang C, Livny M, Ré C (2014) A Machine Reading System for Assembling Synthetic Paleontological Databases. PLoS ONE 9(12):
e113523. doi:10.1371/journal.pone.0113523
http://127.0.0.1:8081/plosone/article?id=info:doi/10.1371/journal.pone.0113523
29. 6 THINGS
1. Think papers not paper
2. Augment your content
3. Automate then curate
4. Embrace multiple formats
5. Save everything
6. A PDF download isn’t the only APP
Machine reading is the automated, unsupervised understanding of text.
30. A NOTE ON PRODUCTIVITY
Benjamin F. Jones
The Burden of Knowledge and the ‘Death
of the Renaissance Man’: Is Innovation
Getting Harder?
“if one is to stand on the shoulders of giants,
one must first climb up their backs, and the
greater the body of knowledge, the harder
this climb becomes.” - Jones
Editor's Notes
Knowledge graphs are becoming integral to search
Qustion answering
We do data integration but for single domains. Deep high quality data Is important
Source centric approach
Source centric approach
Source centric approach
Yield centric approach. We use frequencies to be able to “the automatic, unsupervised
understanding of text”